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Almasan, Paul
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1

Graph Neural Networks for Communication Networks: Context, ..:

Suárez-Varela, José ; Almasan, Paul ; Ferriol-Galmés, Miquel...
IEEE Network.  37 (2023)  3 - p. 146-153 , 2023
Link: https://doi.org/10.1109/..
 
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2

Atom: Neural Traffic Compression with Spatio-Temporal Graph..:

, In: Proceedings of the 2nd on Graph Neural Networking Workshop 2023,
Almasan, Paul ; Rusek, Krzysztof ; Xiao, Shihan... - p. 1-6 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

Enhancing 5G Radio Planning with Graph Representations and ..:

, In: Proceedings of the 3rd ACM Workshop on 5G and Beyond Network Measurements, Modeling, and Use Cases,
Almasan, Paul ; Suárez-Varela, José ; Lutu, Andra.. - p. 14-20 , 2023
Link: https://dl.acm.org/doi/1..
 
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4

Deep reinforcement learning meets graph neural networks: Ex..:

Almasan, Paul ; Suárez-Varela, José ; Rusek, Krzysztof..
Computer Communications.  196 (2022)  - p. 184-194 , 2022
Link: https://doi.org/10.1016/..
 
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5

Accelerating Deep Reinforcement Learning for Digital Twin N..:

, In: NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium,
Guemes-Palau, Carlos ; Almasan, Paul ; Xiao, Shihan... - p. 1-5 , 2022
Link: https://doi.org/10.1109/..
 
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6

Network Digital Twin: Context, Enabling Technologies, and O..:

Almasan, Paul ; Ferriol-Galmes, Miquel ; Paillisse, Jordi...
IEEE Communications Magazine.  60 (2022)  11 - p. 22-27 , 2022
Link: https://doi.org/10.1109/..
 
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7

Fast Traffic Engineering by Gradient Descent with Learned D..:

, In: 2022 18th International Conference on Network and Service Management (CNSM),
Rusek, Krzysztof ; Almasan, Paul ; Suarez-Varela, Jose... - p. 359-363 , 2022
Link: https://doi.org/10.23919..
 
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8

ENERO: Efficient real-time WAN routing optimization with De..:

Almasan, Paul ; Xiao, Shihan ; Cheng, Xiangle...
Computer Networks.  214 (2022)  - p. 109166 , 2022
Link: https://doi.org/10.1016/..
 
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9

Towards Real-Time Routing Optimization with Deep Reinforcem..:

, In: 2021 IEEE 22nd International Conference on High Performance Switching and Routing (HPSR),
Almasan, Paul ; Suarez-Varela, Jose ; Wu, Bo... - p. 1-6 , 2021
Link: https://doi.org/10.1109/..
 
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10

Results and Achievements of the ALLIANCE Project: New Netwo..:

Careglio, Davide ; Spadaro, Salvatore ; Cabellos, Albert...
Applied Sciences.  11 (2021)  19 - p. 9130 , 2021
Link: https://doi.org/10.3390/..
 
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11

The graph neural networking challenge : a worldwide comp..:

Suárez-Varela, José ; Ferriol-Galmés, Miquel ; López, Albert...
ACM SIGCOMM Computer Communication Review.  51 (2021)  3 - p. 9-16 , 2021
Link: https://dl.acm.org/doi/1..
 
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12

The graph neural networking challenge: a worldwide competit..:

Suárez-Varela, José ; Ferriol-Galmés, Miquel ; López, Albert...
ACM SIGCOMM Computer Communication Review.  51 (2021)  3 - p. 9-16 , 2021
Link: https://doi.org/10.1145/..
 
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13

Challenging the generalization capabilities of Graph Neural..:

, In: Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos,
Suárez-Varela, José ; Carol-Bosch, Sergi ; Rusek, Krzysztof... - p. 114-115 , 2019
Link: https://dl.acm.org/doi/1..
 
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14

Towards more realistic network models based on Graph Neural..:

, In: Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies,
Badia-Sampera, Arnau ; Suárez-Varela, José ; Almasan, Paul... - p. 14-16 , 2019
Link: https://dl.acm.org/doi/1..
 
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15

Atom: Neural Traffic Compression with Spatio-Temporal Graph..:

Almasan, Paul ; Rusek, Krzysztof ; Xiao, Shihan...
http://arxiv.org/abs/2311.05337.  , 2023
Link: http://arxiv.org/abs/231..
 
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